Clustering on S15 (test)
30Estimated Number of ClustersSilhouette index
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Silhouette indexBase Algorithm=DBSCAN, Dataset Size=600, True cluster number=15, Trials=1002026.06 | 30 | 0.6 | 0.4 | |
| Kernel with silhouette indexBase Algorithm=DBSCAN, Dataset Size=600, True cluster number=15, Trials=1002026.06 | 18 | 0.6 | 0.1 | |
| XB indexAlgorithm=OPTICS, Trials=1002026.06 | 16 | 70 | 30 | |
| Silhouette indexAlgorithm=OPTICS, Trials=1002026.06 | 16 | 60 | 40 | |
| XB indexBase Algorithm=DBSCAN, Dataset Size=600, True cluster number=15, Trials=1002026.06 | 16 | 0.5 | 0.2 | |
| Kernel with silhouette indexAlgorithm=OPTICS, Trials=1002026.06 | 15 | 80 | 10 | |
| CDL-CVIAlgorithm=OPTICS, Trials=1002026.06 | 15 | 90 | 14 | |
| CH indexBase Algorithm=DBSCAN, Dataset Size=600, True cluster number=15, Trials=1002026.06 | 15 | 0.7 | 0.2 | |
| CDL-CVIBase Algorithm=DBSCAN, Dataset Size=600, True cluster number=15, Trials=1002026.06 | 15 | 0.91 | 0.17 | |
| DB indexBase Algorithm=DBSCAN, Dataset Size=600, True cluster number=15, Trials=1002026.06 | 12 | 0.7 | 0.2 | |
| CH indexAlgorithm=OPTICS, Trials=1002026.06 | 11 | 50 | 20 | |
| Dunn indexAlgorithm=OPTICS, Trials=1002026.06 | 10 | 50 | 20 | |
| Dunn indexBase Algorithm=DBSCAN, Dataset Size=600, True cluster number=15, Trials=1002026.06 | 9 | 0.5 | 0.2 | |
| DB indexAlgorithm=OPTICS, Trials=1002026.06 | 7 | 50 | 30 |